Introduction to Neural Network Neurons Activation Function Types of Neural Network Learning In Neural Networks Application of Neural Network Advantages of Neural Network Disadvantages Of Neural Network CONTENTS
NEURAL NETWORKS A method of computing, based on the interaction of multiple connected processing elements. A powerful technique to solve many real world problems. The ability to learn from experience in order to improve their performance. Ability to deal with incomplete information 3
NEURONS 4
NEURAL NETWORK NEURONS Receives n-inputs Multiplies each input by its weight Applies activation function to the sum of results Outputs result 5
CONCLUSIONS 6 • Neural networks provide ability •to provide more human-like AI Takes rough approximation and hard-coded reactions out of AI design (i.e. Rules and FSMs) Still require a lot of fine-tuning during development 17 * Download